[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).
• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).
• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
승차인원수
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
공급차량수
0.91
무궁화호
0.86
공급좌석합계수
0.82
열차운행횟수
0.81
ITX-새마을
0.74
1열차당승차인원
0.66
누리로
0.47
1좌석당단가
0.42
시발역
0.40
종착역
0.40
1인당단가
0.39
1인당거리
0.37
일반
0.34
좌석회전율
0.34
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
주운행선
0.81
주중수
0.12
전체주중주말
0.09
관광
0.09
공휴일수
0.06
명절수
0.03
MOST FREQUENT VALUES
0.0
277
14.0%
17270.35714285714
2
0.1%
42284.083333333336
1
<0.1%
105948.17647058824
1
<0.1%
104727.76470588236
1
<0.1%
95367.44444444444
1
<0.1%
79346.94444444444
1
<0.1%
125011.14285714286
1
<0.1%
102362.16666666669
1
<0.1%
99093.05555555556
1
<0.1%
134920.2857142857
1
<0.1%
112260.625
1
<0.1%
39395.0
1
<0.1%
42580.53846153846
1
<0.1%
118299.96774193548
1
<0.1%
SMALLEST VALUES
0.0
277
14.0%
19.741935483870968
1
<0.1%
34.0
1
<0.1%
3652.153846153846
1
<0.1%
4009.0
1
<0.1%
4266.722222222223
1
<0.1%
4815.055555555556
1
<0.1%
4904.333333333333
1
<0.1%
5123.0
1
<0.1%
5388.354838709677
1
<0.1%
5421.111111111111
1
<0.1%
5608.766666666666
1
<0.1%
5755.769230769231
1
<0.1%
5973.333333333333
1
<0.1%
6015.083333333333
1
<0.1%
LARGEST VALUES
156824.41666666666
1
<0.1%
149224.53846153847
1
<0.1%
149083.2857142857
1
<0.1%
148036.66666666666
1
<0.1%
146180.61538461538
1
<0.1%
142955.33333333334
1
<0.1%
142790.58333333334
1
<0.1%
142169.07692307694
1
<0.1%
140269.6923076923
1
<0.1%
140151.75
1
<0.1%
138506.7142857143
1
<0.1%
138407.85714285713
1
<0.1%
138295.92857142858
1
<0.1%
138230.16666666666
1
<0.1%
137846.83333333334
1
<0.1%
전체주중주말
MISSING:
---
TOP CATEGORIES
승차인원수 (avg)
전체
660
33%
28,813
주말
660
33%
33,876
주중
660
33%
26,241
ALL
1,980
100%
29,643
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
전체주중주말
PROVIDES INFORMATION ON...
주중수
0.37
관광
0.13
명절수
0.05
공휴일수
0.05
주운행선
0.00
THESE FEATURES GIVE INFORMATION
ON 전체주중주말:
주중수
0.58
공휴일수
0.05
명절수
0.03
관광
0.00
주운행선
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
전체주중주말
CORRELATION RATIO WITH...
일수
0.99
주말수
0.98
승차율
0.30
새마을호
0.22
1좌석당단가
0.13
ITX-새마을
0.13
좌석회전율
0.12
1열차당승차인원
0.11
승차인원수
0.09
무궁화호
0.09
ITX-마음
0.08
대수송
0.05
1키로당단가
0.04
열차운행횟수
0.04
주운행선
MISSING:
---
TOP CATEGORIES
승차인원수 (avg)
경부선
396
20%
83,536
경전선
396
20%
14,517
동해선
396
20%
11,729
전라선
396
20%
14,772
호남선
396
20%
23,661
ALL
1,980
100%
29,643
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
주운행선
PROVIDES INFORMATION ON...
관광
0.19
공휴일수
0.00
전체주중주말
0.00
명절수
0.00
주중수
-0.00
THESE FEATURES GIVE INFORMATION
ON 주운행선:
관광
0.00
명절수
0.00
주중수
0.00
공휴일수
0.00
전체주중주말
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
주운행선
CORRELATION RATIO WITH...
공급좌석합계수
0.99
열차운행횟수
0.98
무궁화호
0.94
ITX-새마을
0.93
공급차량수
0.83
승차인원수
0.81
시발종착역
0.61
일반
0.53
확정
0.52
새마을호
0.48
종착역
0.44
시발역
0.44
누리로
0.41
1열차당승차인원
0.38
운행년월
MISSING:
---
15
<1%
-
-
2015-01-01
15
<1%
-
-
2021-12-01
15
<1%
-
-
2023-02-01
15
<1%
-
-
2023-01-01
15
<1%
-
-
2022-12-01
15
<1%
-
-
2022-11-01
15
<1%
-
-
2022-10-01
15
<1%
-
-
2022-09-01
15
<1%
-
-
2022-08-01
15
<1%
-
-
2022-07-01
15
<1%
-
-
2022-06-01
15
<1%
-
-
2022-05-01
15
<1%
-
-
2022-04-01
15
<1%
-
-
2022-03-01
15
<1%
-
-
2022-02-01
15
<1%
-
-
2022-01-01
15
<1%
-
-
2021-11-01
15
<1%
-
-
2015-02-01
15
<1%
-
-
2021-10-01
15
<1%
-
-
2021-09-01
15
<1%
-
-
2021-08-01
15
<1%
-
-
2021-07-01
15
<1%
-
-
2021-06-01
15
<1%
-
-
2021-05-01
15
<1%
-
-
2021-04-01
15
<1%
-
-
2021-03-01
15
<1%
-
-
2021-02-01
15
<1%
-
-
2021-01-01
15
<1%
-
-
2020-12-01
15
<1%
-
-
2020-11-01
15
<1%
-
-
2020-10-01
15
<1%
-
-
2020-09-01
15
<1%
-
-
2023-03-01
15
<1%
-
-
2023-04-01
15
<1%
-
-
2023-05-01
15
<1%
-
-
2023-06-01
15
<1%
-
-
2025-11-01
15
<1%
-
-
2025-10-01
15
<1%
-
-
2025-09-01
15
<1%
-
-
2025-08-01
15
<1%
-
-
2025-07-01
15
<1%
-
-
2025-06-01
15
<1%
-
-
2025-05-01
15
<1%
-
-
2025-04-01
15
<1%
-
-
2025-03-01
15
<1%
-
-
2025-02-01
15
<1%
-
-
2025-01-01
15
<1%
-
-
2024-12-01
15
<1%
-
-
2024-11-01
15
<1%
-
-
2024-10-01
15
<1%
-
-
2024-09-01
15
<1%
-
-
2024-08-01
15
<1%
-
-
2024-07-01
15
<1%
-
-
2024-06-01
15
<1%
-
-
2024-05-01
15
<1%
-
-
2024-04-01
15
<1%
-
-
2024-03-01
15
<1%
-
-
2024-02-01
15
<1%
-
-
2024-01-01
15
<1%
-
-
2023-12-01
1,080
55%
-
-
(Other)
일수
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
주말수
0.33
승차율
-0.15
새마을호
-0.08
1좌석당단가
-0.06
좌석회전율
-0.06
1열차당승차인원
-0.05
ITX-새마을
-0.05
대수송
-0.05
승차인원수
-0.04
무궁화호
-0.04
ITX-마음
-0.03
열차운행횟수
-0.03
일반
-0.03
공급좌석합계수
-0.02
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
전체주중주말
0.99
주중수
0.69
공휴일수
0.34
명절수
0.22
관광
0.05
주운행선
0.00
MOST FREQUENT VALUES
31
385
19.4%
12
255
12.9%
30
220
11.1%
18
210
10.6%
13
180
9.1%
17
170
8.6%
16
170
8.6%
14
165
8.3%
19
110
5.6%
15
60
3.0%
28
40
2.0%
29
15
0.8%
SMALLEST VALUES
12
255
12.9%
13
180
9.1%
14
165
8.3%
15
60
3.0%
16
170
8.6%
17
170
8.6%
18
210
10.6%
19
110
5.6%
28
40
2.0%
29
15
0.8%
30
220
11.1%
31
385
19.4%
LARGEST VALUES
31
385
19.4%
30
220
11.1%
29
15
0.8%
28
40
2.0%
19
110
5.6%
18
210
10.6%
17
170
8.6%
16
170
8.6%
15
60
3.0%
14
165
8.3%
13
180
9.1%
12
255
12.9%
주말수
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
일수
0.33
승차율
0.22
새마을호
0.18
ITX-새마을
0.10
1좌석당단가
0.09
좌석회전율
0.08
ITX-마음
0.07
1열차당승차인원
0.07
승차인원수
0.07
무궁화호
0.06
대수송
0.06
1키로당단가
-0.05
1인당거리
-0.04
1인당단가
-0.04
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
전체주중주말
0.98
주중수
0.46
공휴일수
0.20
명절수
0.17
관광
0.04
주운행선
0.00
MOST FREQUENT VALUES
13
365
18.4%
12
355
17.9%
14
350
17.7%
0
300
15.2%
1
255
12.9%
15
190
9.6%
2
65
3.3%
16
40
2.0%
3
30
1.5%
17
20
1.0%
4
10
0.5%
SMALLEST VALUES
0
300
15.2%
1
255
12.9%
2
65
3.3%
3
30
1.5%
4
10
0.5%
12
355
17.9%
13
365
18.4%
14
350
17.7%
15
190
9.6%
16
40
2.0%
17
20
1.0%
LARGEST VALUES
17
20
1.0%
16
40
2.0%
15
190
9.6%
14
350
17.7%
13
365
18.4%
12
355
17.9%
4
10
0.5%
3
30
1.5%
2
65
3.3%
1
255
12.9%
0
300
15.2%
주중수
MISSING:
---
TOP CATEGORIES
승차인원수 (avg)
0
660
33%
33,876
17
360
18%
29,304
16
350
18%
26,981
18
320
16%
27,123
15
150
8%
31,654
14
80
4%
21,086
19
50
3%
16,477
13
10
<1%
40,430
ALL
1,980
100%
29,643
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
주중수
PROVIDES INFORMATION ON...
전체주중주말
0.58
명절수
0.22
관광
0.18
공휴일수
0.17
주운행선
0.00
THESE FEATURES GIVE INFORMATION
ON 주중수:
전체주중주말
0.37
공휴일수
0.12
명절수
0.08
관광
0.00
주운행선
-0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
주중수
CORRELATION RATIO WITH...
일수
0.69
주말수
0.46
대수송
0.35
승차율
0.34
새마을호
0.22
1좌석당단가
0.20
좌석회전율
0.20
1열차당승차인원
0.19
확정
0.19
1키로당단가
0.18
1인당단가
0.18
1인당거리
0.17
확진자수
0.16
일반
0.15
공휴일수
MISSING:
---
TOP CATEGORIES
승차인원수 (avg)
0
890
45%
28,766
1
680
34%
29,851
2
185
9%
32,533
3
165
8%
30,926
4
55
3%
30,389
5
5
<1%
0
ALL
1,980
100%
29,643
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
공휴일수
PROVIDES INFORMATION ON...
명절수
0.50
관광
0.19
주중수
0.12
전체주중주말
0.05
주운행선
0.00
THESE FEATURES GIVE INFORMATION
ON 공휴일수:
명절수
0.24
주중수
0.17
전체주중주말
0.05
관광
0.00
주운행선
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
공휴일수
CORRELATION RATIO WITH...
대수송
0.50
일수
0.34
주말수
0.20
승차율
0.17
1인당거리
0.16
1인당단가
0.16
1키로당단가
0.16
확정
0.15
1좌석당단가
0.13
좌석회전율
0.13
1열차당승차인원
0.12
종착역
0.12
시발역
0.12
일반
0.11
명절수
MISSING:
---
TOP CATEGORIES
승차인원수 (avg)
0
1,675
85%
29,466
3
140
7%
29,761
1
90
5%
29,638
2
70
4%
32,560
4
5
<1%
44,908
ALL
1,980
100%
29,643
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
명절수
PROVIDES INFORMATION ON...
공휴일수
0.24
관광
0.18
주중수
0.08
전체주중주말
0.03
주운행선
0.00
THESE FEATURES GIVE INFORMATION
ON 명절수:
공휴일수
0.50
주중수
0.22
전체주중주말
0.05
관광
0.01
주운행선
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
명절수
CORRELATION RATIO WITH...
대수송
0.72
일수
0.22
주말수
0.17
코로나진행정도
0.13
국가이동제한정도
0.11
확정
0.11
새마을호
0.10
승차율
0.10
정부대응정도
0.10
격리된자수
0.10
1키로당단가
0.10
1인당단가
0.09
1인당거리
0.09
ITX-마음
0.08
공급차량수
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
승차인원수
0.91
공급좌석합계수
0.83
무궁화호
0.82
열차운행횟수
0.82
ITX-새마을
0.69
1열차당승차인원
0.65
시발역
0.53
종착역
0.53
1인당단가
0.50
일반
0.47
1인당거리
0.47
시발종착역
0.46
확정
0.45
1키로당단가
0.44
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
주운행선
0.83
관광
0.10
주중수
0.08
공휴일수
0.06
명절수
0.04
전체주중주말
0.04
MOST FREQUENT VALUES
0.0
322
16.3%
220.0
67
3.4%
316.0
67
3.4%
284.0
59
3.0%
344.0
51
2.6%
408.0
31
1.6%
376.0
19
1.0%
312.0
18
0.9%
784.0
16
0.8%
688.0
15
0.8%
396.0
13
0.7%
754.0
12
0.6%
449.3333333333333
11
0.6%
392.0
10
0.5%
748.0
10
0.5%
SMALLEST VALUES
0.0
322
16.3%
0.5161290322580645
1
<0.1%
0.8888888888888888
1
<0.1%
143.33333333333334
1
<0.1%
144.0
3
0.2%
147.42857142857142
1
<0.1%
147.48387096774192
1
<0.1%
148.0
3
0.2%
149.14285714285714
1
<0.1%
155.25
1
<0.1%
156.4
1
<0.1%
158.66666666666666
1
<0.1%
158.83870967741936
1
<0.1%
166.5806451612903
1
<0.1%
168.0
1
<0.1%
LARGEST VALUES
2448.428571428572
1
<0.1%
2430.0
1
<0.1%
2416.0
1
<0.1%
2411.1428571428573
1
<0.1%
2407.333333333333
1
<0.1%
2406.8
1
<0.1%
2404.153846153846
1
<0.1%
2404.0
1
<0.1%
2403.538461538461
1
<0.1%
2396.428571428572
1
<0.1%
2385.333333333333
1
<0.1%
2380.769230769231
1
<0.1%
2366.1666666666665
1
<0.1%
2364.5
1
<0.1%
2359.866666666667
1
<0.1%
공급좌석합계수
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
열차운행횟수
0.99
ITX-새마을
0.93
무궁화호
0.92
공급차량수
0.83
승차인원수
0.82
누리로
0.37
1열차당승차인원
0.31
ITX-마음
0.30
새마을호
0.21
시발역
0.18
종착역
0.18
시발종착역
0.17
일반
0.14
확정
0.13
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
주운행선
0.99
관광
0.09
주중수
0.04
전체주중주말
0.03
공휴일수
0.02
명절수
0.02
MOST FREQUENT VALUES
11044.0
15
0.8%
10856.0
13
0.7%
18199.387096774197
12
0.6%
36620.58064516129
12
0.6%
101831.09677419356
12
0.6%
22626.64516129032
12
0.6%
15263.290322580646
12
0.6%
25298.416666666668
8
0.4%
38913.333333333336
8
0.4%
15772.066666666668
8
0.4%
18806.033333333333
8
0.4%
15754.5
8
0.4%
23380.866666666665
8
0.4%
20623.166666666668
8
0.4%
0.0
7
0.4%
SMALLEST VALUES
0.0
7
0.4%
25.870967741935484
1
<0.1%
44.55555555555556
1
<0.1%
6414.0
1
<0.1%
6454.935483870968
1
<0.1%
6511.615384615385
1
<0.1%
6623.928571428572
1
<0.1%
6633.387096774193
1
<0.1%
6656.111111111111
1
<0.1%
6689.666666666667
1
<0.1%
6762.142857142857
1
<0.1%
6817.5
1
<0.1%
6820.5
1
<0.1%
6935.3125
1
<0.1%
7377.3
1
<0.1%
LARGEST VALUES
126208.57142857143
3
0.2%
125472.71428571428
1
<0.1%
124453.92857142857
1
<0.1%
124370.07142857143
1
<0.1%
124290.25
1
<0.1%
124264.46666666666
1
<0.1%
124045.33333333331
1
<0.1%
123810.76923076923
1
<0.1%
123663.6153846154
1
<0.1%
123616.08333333331
1
<0.1%
123499.21428571428
1
<0.1%
122105.0
1
<0.1%
121857.15384615384
1
<0.1%
121814.5
1
<0.1%
121027.91666666669
1
<0.1%
1인당단가
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
1인당거리
0.99
1키로당단가
0.98
종착역
0.87
1좌석당단가
0.87
시발역
0.87
좌석회전율
0.85
1열차당승차인원
0.83
일반
0.79
확정
0.77
시발종착역
0.73
ITX-마음
-0.56
공급차량수
0.50
승차인원수
0.39
승차율
-0.26
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
주중수
0.18
공휴일수
0.16
주운행선
0.14
명절수
0.09
전체주중주말
0.03
관광
0.03
MOST FREQUENT VALUES
0.0
322
16.3%
34856.173780553414
1
<0.1%
32339.42152331479
1
<0.1%
34686.60730980334
1
<0.1%
33065.896757480674
1
<0.1%
38493.90720057977
1
<0.1%
33183.34580315414
1
<0.1%
32907.21806124613
1
<0.1%
39676.28831176947
1
<0.1%
36491.055837529006
1
<0.1%
32054.11872217169
1
<0.1%
32798.214875981714
1
<0.1%
32773.05037489997
1
<0.1%
31828.719056464168
1
<0.1%
37091.95000179395
1
<0.1%
SMALLEST VALUES
0.0
322
16.3%
1077.2717689226226
1
<0.1%
1855.301379811184
1
<0.1%
23411.00441561179
1
<0.1%
25213.957945203445
1
<0.1%
25599.03843486839
1
<0.1%
25887.40567712469
1
<0.1%
26055.143085022417
1
<0.1%
26398.334352201386
1
<0.1%
26514.950014276885
1
<0.1%
26635.45477369838
1
<0.1%
26733.65007005348
1
<0.1%
26780.43183869213
1
<0.1%
26790.86139313721
1
<0.1%
26819.871767477187
1
<0.1%
LARGEST VALUES
47431.59270148567
1
<0.1%
44795.83430103934
1
<0.1%
43562.77280838213
1
<0.1%
43174.01845862913
1
<0.1%
41375.66863512901
1
<0.1%
41254.652500885146
1
<0.1%
40793.42618867437
1
<0.1%
40756.87045530116
1
<0.1%
40573.51558103264
1
<0.1%
40454.59505002517
1
<0.1%
40203.14915166932
1
<0.1%
40100.77699977643
1
<0.1%
39784.50600730807
1
<0.1%
39712.8894918519
1
<0.1%
39676.28831176947
1
<0.1%
1인당거리
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
1인당단가
0.99
1키로당단가
0.96
1좌석당단가
0.87
좌석회전율
0.86
시발역
0.85
종착역
0.85
1열차당승차인원
0.84
일반
0.76
확정
0.74
시발종착역
0.70
ITX-마음
-0.57
공급차량수
0.47
승차인원수
0.37
승차율
-0.23
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
주중수
0.17
공휴일수
0.16
주운행선
0.13
명절수
0.09
전체주중주말
0.03
관광
0.02
MOST FREQUENT VALUES
0.0
322
16.3%
2653.8861459073905
1
<0.1%
2244.8964853971206
1
<0.1%
2566.5124578705445
1
<0.1%
2461.330378465332
1
<0.1%
2939.822772957115
1
<0.1%
2520.5503669085306
1
<0.1%
2493.01657162878
1
<0.1%
3001.790416895357
1
<0.1%
2777.97566468942
1
<0.1%
2224.300898313502
1
<0.1%
2287.3392506613477
1
<0.1%
2274.6023821617514
1
<0.1%
2202.5567547945457
1
<0.1%
2624.3173966137947
1
<0.1%
SMALLEST VALUES
0.0
322
16.3%
76.1398376554923
1
<0.1%
131.1297204066812
1
<0.1%
1650.8563408730686
1
<0.1%
1787.1784418658997
1
<0.1%
1855.243177870398
1
<0.1%
1861.9010106348524
1
<0.1%
1867.25579671872
1
<0.1%
1896.827257082907
1
<0.1%
1898.434999535517
1
<0.1%
1900.5144153726344
1
<0.1%
1905.283995219693
1
<0.1%
1909.42843345778
1
<0.1%
1914.069360147344
1
<0.1%
1914.471308535415
1
<0.1%
LARGEST VALUES
3386.022211248983
1
<0.1%
3300.903789664681
1
<0.1%
3201.497253809092
1
<0.1%
3088.986775813347
1
<0.1%
3077.0084049382285
1
<0.1%
3076.1365859485086
1
<0.1%
3063.953459839776
1
<0.1%
3038.5166998208256
1
<0.1%
3030.076504112461
1
<0.1%
3023.5992958315665
1
<0.1%
3001.790416895357
1
<0.1%
3000.148009759877
1
<0.1%
2989.212360670686
1
<0.1%
2975.9726119100096
1
<0.1%
2939.822772957115
1
<0.1%
1좌석당단가
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
좌석회전율
0.99
1열차당승차인원
0.93
1인당거리
0.87
1인당단가
0.87
1키로당단가
0.84
종착역
0.67
시발역
0.67
일반
0.57
확정
0.56
시발종착역
0.51
ITX-마음
-0.46
승차인원수
0.42
공급차량수
0.40
새마을호
0.20
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
주운행선
0.21
주중수
0.20
공휴일수
0.13
전체주중주말
0.13
명절수
0.07
관광
0.04
MOST FREQUENT VALUES
0.0
322
16.3%
35994.24992001834
1
<0.1%
32227.80546338288
1
<0.1%
31309.49095709021
1
<0.1%
24832.43680455277
1
<0.1%
38910.20479228317
1
<0.1%
32071.701318957286
1
<0.1%
30880.26849392963
1
<0.1%
42585.59725646178
1
<0.1%
36377.165941483065
1
<0.1%
31989.53230339288
1
<0.1%
31824.978002998923
1
<0.1%
29987.096386846028
1
<0.1%
35216.815910137724
1
<0.1%
35444.91749466652
1
<0.1%
SMALLEST VALUES
0.0
322
16.3%
822.0577588287346
1
<0.1%
1415.7661402050428
1
<0.1%
7143.036576116106
1
<0.1%
7228.551886043746
1
<0.1%
7346.957699789709
1
<0.1%
7887.474720429791
1
<0.1%
7991.685265315539
1
<0.1%
8135.976789003496
1
<0.1%
9260.10707986945
1
<0.1%
9709.296643228923
1
<0.1%
9877.151335010956
1
<0.1%
9966.31109620011
1
<0.1%
10089.76307323124
1
<0.1%
10331.251423265114
1
<0.1%
LARGEST VALUES
45597.186908969445
1
<0.1%
44319.44536547558
1
<0.1%
44140.48027606285
1
<0.1%
43803.9607925992
1
<0.1%
43471.63175373467
1
<0.1%
43257.245672452256
1
<0.1%
43173.06065385009
1
<0.1%
43055.32929087026
1
<0.1%
42862.02077184984
1
<0.1%
42831.84151213926
1
<0.1%
42824.245813564055
1
<0.1%
42819.597969326336
1
<0.1%
42812.299649156055
1
<0.1%
42585.59725646178
1
<0.1%
42543.18051860901
1
<0.1%
좌석회전율
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
1좌석당단가
0.99
1열차당승차인원
0.90
1인당거리
0.86
1인당단가
0.85
1키로당단가
0.84
종착역
0.64
시발역
0.64
일반
0.56
확정
0.55
시발종착역
0.47
ITX-마음
-0.46
승차인원수
0.34
공급차량수
0.32
확진자수
0.20
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
주중수
0.20
주운행선
0.19
공휴일수
0.13
전체주중주말
0.12
명절수
0.07
관광
0.02
MOST FREQUENT VALUES
0.0
322
16.3%
1.032296962773062
1
<0.1%
0.9992021282350686
1
<0.1%
0.9018397610918548
1
<0.1%
0.7506830860657939
1
<0.1%
1.154095031571242
1
<0.1%
0.9660565141323364
1
<0.1%
0.9381463451809684
1
<0.1%
1.2240707759727492
1
<0.1%
1.0591507183122015
1
<0.1%
0.9989808416788056
1
<0.1%
0.9713348026110342
1
<0.1%
0.9161205449850804
1
<0.1%
1.1066656170329678
1
<0.1%
1.0098392043569318
1
<0.1%
SMALLEST VALUES
0.0
322
16.3%
0.0246158796556994
1
<0.1%
0.0423940149625935
1
<0.1%
0.2418323659922956
1
<0.1%
0.2580349693458549
1
<0.1%
0.2617069302318821
1
<0.1%
0.2697368495456476
1
<0.1%
0.2855723992023076
1
<0.1%
0.3028085712365039
1
<0.1%
0.304204528178551
1
<0.1%
0.3099702179525768
1
<0.1%
0.3134096388170526
1
<0.1%
0.3157145148158358
1
<0.1%
0.3198631736615228
1
<0.1%
0.3200577742781927
1
<0.1%
LARGEST VALUES
1.476221547702366
1
<0.1%
1.4132263452087173
1
<0.1%
1.3763490620520729
1
<0.1%
1.3749090389964045
1
<0.1%
1.372151317705352
1
<0.1%
1.366485235675883
1
<0.1%
1.3649434412773351
1
<0.1%
1.364671494565956
1
<0.1%
1.3625866059695355
1
<0.1%
1.3540431069636
1
<0.1%
1.35295738086451
1
<0.1%
1.351688716304439
1
<0.1%
1.350896434569733
1
<0.1%
1.3431479925984824
1
<0.1%
1.3430159925836658
1
<0.1%
1키로당단가
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
1인당단가
0.98
1인당거리
0.96
종착역
0.85
시발역
0.85
좌석회전율
0.84
1좌석당단가
0.84
일반
0.79
1열차당승차인원
0.79
확정
0.78
시발종착역
0.72
ITX-마음
-0.57
공급차량수
0.44
승차인원수
0.32
승차율
-0.31
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
주중수
0.18
공휴일수
0.16
주운행선
0.10
명절수
0.10
전체주중주말
0.04
관광
0.02
MOST FREQUENT VALUES
0.0
322
16.3%
13.135891934028788
1
<0.1%
14.403717034316744
1
<0.1%
13.52001206339913
1
<0.1%
13.435201203928308
1
<0.1%
14.974621509192778
1
<0.1%
13.165399746099254
1
<0.1%
13.200207545605744
1
<0.1%
15.107068772894658
1
<0.1%
13.958309057139283
1
<0.1%
14.410014763021032
1
<0.1%
14.336824500713456
1
<0.1%
14.40512780641487
1
<0.1%
14.447844579882448
1
<0.1%
14.973166494485357
1
<0.1%
SMALLEST VALUES
0.0
322
16.3%
0.4564063083578651
1
<0.1%
0.7860330866163233
1
<0.1%
10.740450078343684
1
<0.1%
10.754123586942226
1
<0.1%
10.859282563312863
1
<0.1%
10.90110146636534
1
<0.1%
10.905818136548971
1
<0.1%
10.915184845126069
1
<0.1%
10.934684908025538
1
<0.1%
10.952519493296036
1
<0.1%
10.986490395295432
1
<0.1%
10.990024942422936
1
<0.1%
11.033883707689276
1
<0.1%
11.098290991402155
1
<0.1%
LARGEST VALUES
18.114217306206744
1
<0.1%
18.02429627889287
1
<0.1%
17.453206070397645
1
<0.1%
17.422360743988282
1
<0.1%
17.18831529137963
1
<0.1%
17.160923674315452
1
<0.1%
17.0011537296409
1
<0.1%
16.81805488904766
1
<0.1%
16.75063439145777
1
<0.1%
16.589749158691927
1
<0.1%
16.48654576394523
1
<0.1%
16.439329360878723
1
<0.1%
16.378249285937855
1
<0.1%
16.209393968073943
1
<0.1%
16.104493372610044
1
<0.1%
승차율
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
코로나진행정도
-0.71
국가이동제한정도
-0.69
격리된자수
-0.66
정부대응정도
-0.66
확정
-0.31
1키로당단가
-0.31
새마을호
0.31
일반
-0.30
ITX-마음
0.29
종착역
-0.28
시발역
-0.28
시발종착역
-0.28
1인당단가
-0.26
1인당거리
-0.23
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
주중수
0.34
전체주중주말
0.30
공휴일수
0.17
주운행선
0.17
명절수
0.10
관광
0.05
MOST FREQUENT VALUES
0.0
7
0.4%
0.8690490692425468
2
0.1%
0.6805660235894513
2
0.1%
0.6488525218346267
2
0.1%
0.6766869707787373
2
0.1%
0.652867839976273
2
0.1%
0.6892288132738528
2
0.1%
0.6854035993819174
2
0.1%
0.6794870819914667
2
0.1%
0.6877696473271262
2
0.1%
0.6734361199222619
2
0.1%
0.8639063132574955
2
0.1%
0.7038252269208329
2
0.1%
0.6949244202347978
2
0.1%
0.5825199144230249
2
0.1%
SMALLEST VALUES
0.0
7
0.4%
0.0154566963295277
1
<0.1%
0.0266198659008533
1
<0.1%
0.1353078808132136
1
<0.1%
0.1357781749514225
1
<0.1%
0.136429351450481
1
<0.1%
0.1373773682448169
1
<0.1%
0.1390980263302726
1
<0.1%
0.1414804759870574
1
<0.1%
0.1710825510477067
1
<0.1%
0.1720353158027505
1
<0.1%
0.1733545285405034
1
<0.1%
0.18931319176947
1
<0.1%
0.1987483295654632
1
<0.1%
0.2038650803222522
1
<0.1%
LARGEST VALUES
0.9868216743170792
1
<0.1%
0.9301708740577112
1
<0.1%
0.914209460357856
1
<0.1%
0.9131913911002446
1
<0.1%
0.910912314754227
1
<0.1%
0.8999358437458227
2
0.1%
0.8843920590211618
1
<0.1%
0.8832712999421765
1
<0.1%
0.8763444687513489
2
0.1%
0.8716968314632946
1
<0.1%
0.8690490692425468
2
0.1%
0.8688957217125307
1
<0.1%
0.8639063132574955
2
0.1%
0.8586192683609641
1
<0.1%
0.8545137391586689
1
<0.1%
관광
MISSING:
---
TOP CATEGORIES
승차인원수 (avg)
0.0
1,976
>99%
30k
0.1
1
<1%
113k
0.0333333333333333
1
<1%
68k
0.25
1
<1%
132k
0.0588235294117647
1
<1%
59k
ALL
1,980
100%
30k
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
관광
PROVIDES INFORMATION ON...
명절수
0.01
공휴일수
0.00
주운행선
0.00
전체주중주말
0.00
주중수
0.00
THESE FEATURES GIVE INFORMATION
ON 관광:
공휴일수
0.19
주운행선
0.19
명절수
0.18
주중수
0.18
전체주중주말
0.13
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)